Tamil Nadu · LLM human data
Human Data for LLM Projects in Chennai
Human-generated text and speech for LLM training and evaluation in Indian languages: prompts, preference rankings, instruction-response pairs, red-teaming and cultural-fit review. In Chennai, this runs from our local studio setup: Treated booth with dual-channel conversation capability.

- City
- Chennai, Tamil Nadu
- Languages here
- 3
- Turnaround
- 2-6 weeks depending on task complexity and contributor screening depth.
Languages recorded in Chennai
- Tamil
- Indian English
- Telugu
Local dialect profile
Madras Bashai colloquial Tamil, sharply different from literary Tamil used in read-speech corpora.
Deep Tamil pool; district screening needed to avoid an all-Chennai accent profile.

Technical specification
| Parameter | Standard |
|---|---|
| Task types | Prompt writing, response ranking, instruction-response pairs, adversarial testing |
| Languages | Any language in the network, including code-mixed Hinglish |
| Contributors | Screened by domain, education band and language proficiency |
| Agreement | Overlapping assignments with adjudication |
| Provenance | Per-item contributor and time records |
Process
- Task specification and rubric design
- Contributor screening against the rubric
- Calibration round with feedback
- Production with overlap and gold items
- Adjudication and delivery
Deliverables
- Task data in your schema
- Rubric and calibration results
- Contributor metadata (anonymised)
- Agreement statistics
Why Chennai for this work
Deep Tamil pool; district screening needed to avoid an all-Chennai accent profile.
Treated booth with dual-channel conversation capability. Sessions here follow the same template as every other city in the network, so a multi-city cohort stays acoustically consistent.
Frequently asked
Do you have a studio in Chennai?
Treated booth with dual-channel conversation capability.
Which languages can you collect in Chennai?
Tamil, Indian English, Telugu. Other languages are possible where migrant communities are present, with residence and nativeness screening.
Can sessions run outside the studio?
Yes. Field recording in homes, vehicles and public spaces is available where your deployment conditions require it, with noise profiles documented per session.
Book llm human data in Chennai
Send the language, speaker count and conditions.